MISC: add citation information

GaelVaroquaux · Fabian Pedregosa · commit a462e0931518 · 2011-11-07T09:41:12.000+01:00
diff --git a/AUTHORS.rst b/AUTHORS.rst
@@ -11,14 +11,16 @@ This project was started in 2007 as a Google Summer of Code project by
 David Cournapeau. Later that year, Matthieu Brucher started work on
 this project as part of his thesis.
 
-In 2010 Fabian Pedregosa, Gael Varoquaux, Alexandre Gramfort and
-Vincent Michel took leadership of the project and made the first
-public release, February the 1st 2010. Since then, several releases
-have appeard following a ~3 month cycle.
+In 2010 Fabian Pedregosa, Gael Varoquaux, Alexandre Gramfort and Vincent
+Michel of INRIA took leadership of the project and made the first public
+release, February the 1st 2010. Since then, several releases have appeard
+following a ~3 month cycle, and a striving international community has
+been leading the development.
 
 People
 ------
 
+.. hlist::
 
   * David Cournapeau
 
diff --git a/doc/about.rst b/doc/about.rst
@@ -5,6 +5,29 @@ About us
 
 .. include:: ../AUTHORS.rst
 
+Citing the scikit-learn
+-------------------------
+
+If you use the scikit-learn in scientific publication, we would
+appreciate citations to the following paper:
+
+ `Scikit-learn: Machine Learning in Python 
+ <http://jmlr.csail.mit.edu/papers/v12/pedregosa11a.html>`_, Pedregosa 
+ *et al.*, JMLR 12, pp. 2825−2830, 2011.
+
+ Bibtex entry::
+
+   @article{,
+    title={{Scikit-learn: Machine Learning in Python }},
+    author={Pedregosa, F. and Varoquaux, G. and Gramfort, A., and Michel, V. 
+            and Thirion, B. and Grisel, O. and Blondel, M. and Prettenhofer, P.
+            and Weiss, R. and Dubourg, V. and Vanderplas, J. and Passos, A. and
+            Cournapeau, D. and Brucher, M. and Perrot, M. and Duchesnay E.},
+    journal={Journal of Machine Learning Research},
+    volume={12},
+    pages={2825--2830},
+    year={2011}
+   }
 
 Funding
 -------
diff --git a/doc/themes/scikit-learn/layout.html b/doc/themes/scikit-learn/layout.html
@@ -135,6 +135,10 @@ <h3>Funding</h3>
         <p><a href="{{pathto('about')}}">Read more ...</a></p>
         {% endif %}
 
+        <h3>Citing</h3>
+        <p>Please consider
+	<a href="about.html#citing-the-scikit-learn">citing the
+	scikit-learn</a>.
         </div>
 
       <div class="content">
